Why a drug failed determines whether the failure matters now. A handful of drugs may share a target or disease and fail for entirely different reasons. The cause may be the molecule itself, the dose, the treatment schedule or the patients selected. Seeing what drove it early on makes it easier to judge what the asset is worth and whether it should move forward.